EDA Profiling Report - NBA Rookies

Dataset statistics

Number of variables	21
Number of observations	1340
Missing cells	11
Missing cells (%)	< 0.1%
Duplicate rows	12
Duplicate rows (%)	0.9%
Total size in memory	220.0 KiB
Average record size in memory	168.1 B

Variable types

Text	1
Numeric	19
Categorical	1

Alerts

Dataset has 12 (0.9%) duplicate rows	Duplicates
`3P Made` is highly overall correlated with `3P%` and 1 other fields	High correlation
`3P%` is highly overall correlated with `3P Made` and 1 other fields	High correlation
`3PA` is highly overall correlated with `3P Made` and 3 other fields	High correlation
`AST` is highly overall correlated with `3PA` and 7 other fields	High correlation
`BLK` is highly overall correlated with `DREB` and 2 other fields	High correlation
`DREB` is highly overall correlated with `BLK` and 10 other fields	High correlation
`FG%` is highly overall correlated with `3PA` and 2 other fields	High correlation
`FGA` is highly overall correlated with `AST` and 10 other fields	High correlation
`FGM` is highly overall correlated with `AST` and 11 other fields	High correlation
`FTA` is highly overall correlated with `DREB` and 10 other fields	High correlation
`FTM` is highly overall correlated with `AST` and 11 other fields	High correlation
`GP` is highly overall correlated with `DREB` and 9 other fields	High correlation
`MIN` is highly overall correlated with `AST` and 11 other fields	High correlation
`OREB` is highly overall correlated with `BLK` and 8 other fields	High correlation
`PTS` is highly overall correlated with `AST` and 11 other fields	High correlation
`REB` is highly overall correlated with `BLK` and 11 other fields	High correlation
`STL` is highly overall correlated with `AST` and 8 other fields	High correlation
`TOV` is highly overall correlated with `AST` and 10 other fields	High correlation
`3P Made` has 646 (48.2%) zeros	Zeros
`3PA` has 360 (26.9%) zeros	Zeros
`3P%` has 440 (32.8%) zeros	Zeros
`BLK` has 139 (10.4%) zeros	Zeros

Reproduction

Analysis started	2024-10-22 07:28:12.135211
Analysis finished	2024-10-22 07:29:32.006207
Duration	1 minute and 19.87 seconds
Software version	ydata-profiling vv4.11.0
Download configuration	config.json

Name
Text

Distinct	1294
Distinct (%)	96.6%
Missing	0
Missing (%)	0.0%
Memory size	10.6 KiB

Length

Max length	24
Median length	22
Mean length	12.688806
Min length	7

Characters and Unicode

Total characters	17003
Distinct characters	57
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1265 ?
Unique (%)	94.4%

Sample

1st row	Brandon Ingram
2nd row	Andrew Harrison
3rd row	JaKarr Sampson
4th row	Malik Sealy
5th row	Matt Geiger

Value	Count	Frequency (%)
williams	36	1.3%
chris	33	1.2%
smith	32	1.2%
johnson	29	1.1%
charles	22	0.8%
mike	21	0.8%
john	20	0.7%
brown	19	0.7%
jones	19	0.7%
anthony	18	0.7%
Other values (1372)	2439	90.7%

Most occurring characters

Value	Count	Frequency (%)
e	1525	9.0%
	1348	7.9%
r	1285	7.6%
n	1284	7.6%
a	1229	7.2%
o	1078	6.3%
i	967	5.7%
l	862	5.1%
s	750	4.4%
t	548	3.2%
Other values (47)	6127	36.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	17003	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1525	9.0%
	1348	7.9%
r	1285	7.6%
n	1284	7.6%
a	1229	7.2%
o	1078	6.3%
i	967	5.7%
l	862	5.1%
s	750	4.4%
t	548	3.2%
Other values (47)	6127	36.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	17003	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1525	9.0%
	1348	7.9%
r	1285	7.6%
n	1284	7.6%
a	1229	7.2%
o	1078	6.3%
i	967	5.7%
l	862	5.1%
s	750	4.4%
t	548	3.2%
Other values (47)	6127	36.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	17003	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1525	9.0%
	1348	7.9%
r	1285	7.6%
n	1284	7.6%
a	1229	7.2%
o	1078	6.3%
i	967	5.7%
l	862	5.1%
s	750	4.4%
t	548	3.2%
Other values (47)	6127	36.0%

GP
Real number (ℝ)

High correlation

Distinct	70
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.414179

Minimum	11
Maximum	82
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	11
5-th percentile	31
Q1	47
median	63
Q3	77
95-th percentile	82
Maximum	82
Range	71
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	17.433992
Coefficient of variation (CV)	0.28857451
Kurtosis	-0.7857294
Mean	60.414179
Median Absolute Deviation (MAD)	15
Skewness	-0.47774272
Sum	80955
Variance	303.94409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
82	115	8.6%
81	58	4.3%
80	56	4.2%
79	50	3.7%
78	41	3.1%
77	35	2.6%
76	33	2.5%
64	31	2.3%
51	29	2.2%
75	29	2.2%
Other values (60)	863	64.4%

Value	Count	Frequency (%)
11	2	0.1%
12	2	0.1%
14	1	0.1%
15	3	0.2%
16	1	0.1%
18	3	0.2%
19	4	0.3%
20	2	0.1%
21	3	0.2%
22	5	0.4%

Value	Count	Frequency (%)
82	115	8.6%
81	58	4.3%
80	56	4.2%
79	50	3.7%
78	41	3.1%
77	35	2.6%
76	33	2.5%
75	29	2.2%
74	23	1.7%
73	16	1.2%

MIN
Real number (ℝ)

High correlation

Distinct	325
Distinct (%)	24.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.624627

Minimum	3.1
Maximum	40.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	3.1
5-th percentile	6.8
Q1	10.875
median	16.1
Q3	22.9
95-th percentile	33.8
Maximum	40.9
Range	37.8
Interquartile range (IQR)	12.025

Descriptive statistics

Standard deviation	8.3079637
Coefficient of variation (CV)	0.47138381
Kurtosis	-0.42271657
Mean	17.624627
Median Absolute Deviation (MAD)	5.8
Skewness	0.63225729
Sum	23617
Variance	69.022261
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.8	13	1.0%
8.5	13	1.0%
19.8	12	0.9%
15.1	12	0.9%
10.6	12	0.9%
22.6	12	0.9%
10.1	11	0.8%
15.4	11	0.8%
9.2	11	0.8%
17	11	0.8%
Other values (315)	1222	91.2%

Value	Count	Frequency (%)
3.1	1	0.1%
4.1	1	0.1%
4.2	3	0.2%
4.3	2	0.1%
4.4	1	0.1%
4.5	1	0.1%
4.6	1	0.1%
4.7	3	0.2%
4.8	1	0.1%
4.9	1	0.1%

Value	Count	Frequency (%)
40.9	1	0.1%
40.1	1	0.1%
39.7	1	0.1%
39.6	1	0.1%
39.5	1	0.1%
39.2	1	0.1%
38.6	1	0.1%
38.3	2	0.1%
38	2	0.1%
37.9	1	0.1%

PTS
Real number (ℝ)

High correlation

Distinct	191
Distinct (%)	14.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.8014925

Minimum	0.7
Maximum	28.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0.7
5-th percentile	2
Q1	3.7
median	5.55
Q3	8.8
95-th percentile	15.905
Maximum	28.2
Range	27.5
Interquartile range (IQR)	5.1

Descriptive statistics

Standard deviation	4.3575449
Coefficient of variation (CV)	0.64067481
Kurtosis	1.9185504
Mean	6.8014925
Median Absolute Deviation (MAD)	2.35
Skewness	1.3882242
Sum	9114
Variance	18.988198
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.7	26	1.9%
4.1	26	1.9%
4.5	25	1.9%
3.3	24	1.8%
2.9	24	1.8%
3.1	24	1.8%
3.8	23	1.7%
5.6	23	1.7%
3.9	22	1.6%
5.3	21	1.6%
Other values (181)	1102	82.2%

Value	Count	Frequency (%)
0.7	1	0.1%
0.9	1	0.1%
1	1	0.1%
1.1	4	0.3%
1.2	2	0.1%
1.3	7	0.5%
1.4	1	0.1%
1.5	6	0.4%
1.6	6	0.4%
1.7	6	0.4%

Value	Count	Frequency (%)
28.2	1	0.1%
24.3	1	0.1%
23.7	1	0.1%
23.5	1	0.1%
23.4	1	0.1%
22.9	1	0.1%
22.5	1	0.1%
22	1	0.1%
21.9	2	0.1%
21.6	1	0.1%

FGM
Real number (ℝ)

High correlation

Distinct	87
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6291045

Minimum	0.3
Maximum	10.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.8
Q1	1.4
median	2.1
Q3	3.4
95-th percentile	6.1
Maximum	10.2
Range	9.9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.6835551
Coefficient of variation (CV)	0.64035305
Kurtosis	1.7089737
Mean	2.6291045
Median Absolute Deviation (MAD)	0.9
Skewness	1.3425443
Sum	3523
Variance	2.8343577
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.8	54	4.0%
2	53	4.0%
1.5	53	4.0%
1.2	52	3.9%
1.3	51	3.8%
1	50	3.7%
2.1	47	3.5%
1.6	45	3.4%
1.4	44	3.3%
1.9	42	3.1%
Other values (77)	849	63.4%

Value	Count	Frequency (%)
0.3	2	0.1%
0.4	5	0.4%
0.5	13	1.0%
0.6	16	1.2%
0.7	26	1.9%
0.8	28	2.1%
0.9	28	2.1%
1	50	3.7%
1.1	38	2.8%
1.2	52	3.9%

Value	Count	Frequency (%)
10.2	1	0.1%
9.8	1	0.1%
9	2	0.1%
8.9	1	0.1%
8.8	1	0.1%
8.7	1	0.1%
8.5	1	0.1%
8.4	2	0.1%
8.2	2	0.1%
8	2	0.1%

FGA
Real number (ℝ)

High correlation

Distinct	159
Distinct (%)	11.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.8852985

Minimum	0.8
Maximum	19.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0.8
5-th percentile	1.9
Q1	3.3
median	4.8
Q3	7.5
95-th percentile	13.5
Maximum	19.8
Range	19
Interquartile range (IQR)	4.2

Descriptive statistics

Standard deviation	3.5934885
Coefficient of variation (CV)	0.61058729
Kurtosis	1.3700298
Mean	5.8852985
Median Absolute Deviation (MAD)	1.9
Skewness	1.2958807
Sum	7886.3
Variance	12.913159
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.1	29	2.2%
3.2	28	2.1%
3.6	28	2.1%
4.4	27	2.0%
3.4	27	2.0%
2.8	26	1.9%
2.6	24	1.8%
4.1	23	1.7%
4.2	23	1.7%
4.3	22	1.6%
Other values (149)	1083	80.8%

Value	Count	Frequency (%)
0.8	2	0.1%
0.9	1	0.1%
1	2	0.1%
1.2	3	0.2%
1.3	6	0.4%
1.4	4	0.3%
1.5	5	0.4%
1.6	10	0.7%
1.7	12	0.9%
1.8	12	0.9%

Value	Count	Frequency (%)
19.8	2	0.1%
19.7	1	0.1%
19.1	1	0.1%
18.9	1	0.1%
18.7	1	0.1%
17.9	2	0.1%
17.6	2	0.1%
17.5	3	0.2%
17.1	1	0.1%
16.9	2	0.1%

FG%
Real number (ℝ)

High correlation

Distinct	284
Distinct (%)	21.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.169403

Minimum	23.8
Maximum	73.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	23.8
5-th percentile	34.8
Q1	40.2
median	44.1
Q3	47.9
95-th percentile	54.5
Maximum	73.7
Range	49.9
Interquartile range (IQR)	7.7

Descriptive statistics

Standard deviation	6.1376789
Coefficient of variation (CV)	0.13895771
Kurtosis	0.62367084
Mean	44.169403
Median Absolute Deviation (MAD)	3.8
Skewness	0.20847914
Sum	59187
Variance	37.671102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42.6	15	1.1%
41.5	15	1.1%
43.9	15	1.1%
43	15	1.1%
45.5	14	1.0%
45.7	13	1.0%
44.6	12	0.9%
45	12	0.9%
45.9	12	0.9%
42.9	12	0.9%
Other values (274)	1205	89.9%

Value	Count	Frequency (%)
23.8	1	0.1%
25	1	0.1%
26.1	1	0.1%
27	1	0.1%
27.7	1	0.1%
29.1	2	0.1%
29.2	2	0.1%
29.4	1	0.1%
29.5	1	0.1%
29.6	1	0.1%

Value	Count	Frequency (%)
73.7	1	0.1%
66.2	1	0.1%
66.1	1	0.1%
65.9	1	0.1%
63.3	1	0.1%
61.6	1	0.1%
61.3	1	0.1%
60.8	1	0.1%
60.4	1	0.1%
60	2	0.1%

3P Made
Real number (ℝ)

High correlation Zeros

Distinct	23
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.24761194

Minimum	0
Maximum	2.3
Zeros	646
Zeros (%)	48.2%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.1
Q3	0.4
95-th percentile	1.1
Maximum	2.3
Range	2.3
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.3836875
Coefficient of variation (CV)	1.5495517
Kurtosis	4.2921851
Mean	0.24761194
Median Absolute Deviation (MAD)	0.1
Skewness	2.0328154
Sum	331.8
Variance	0.1472161
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	646	48.2%
0.1	189	14.1%
0.3	82	6.1%
0.2	79	5.9%
0.4	71	5.3%
0.7	45	3.4%
0.6	42	3.1%
0.8	39	2.9%
0.5	37	2.8%
1	20	1.5%
Other values (13)	90	6.7%

Value	Count	Frequency (%)
0	646	48.2%
0.1	189	14.1%
0.2	79	5.9%
0.3	82	6.1%
0.4	71	5.3%
0.5	37	2.8%
0.6	42	3.1%
0.7	45	3.4%
0.8	39	2.9%
0.9	19	1.4%

Value	Count	Frequency (%)
2.3	1	0.1%
2.1	1	0.1%
2	2	0.1%
1.9	4	0.3%
1.8	4	0.3%
1.7	2	0.1%
1.6	8	0.6%
1.5	5	0.4%
1.4	8	0.6%
1.3	10	0.7%

3PA
Real number (ℝ)

High correlation Zeros

Distinct	54
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7791791

Minimum	0
Maximum	6.5
Zeros	360
Zeros (%)	26.9%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.3
Q3	1.2
95-th percentile	3.1
Maximum	6.5
Range	6.5
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	1.0618474
Coefficient of variation (CV)	1.362777
Kurtosis	3.2917505
Mean	0.7791791
Median Absolute Deviation (MAD)	0.3
Skewness	1.8124352
Sum	1044.1
Variance	1.1275199
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	360	26.9%
0.1	190	14.2%
0.2	94	7.0%
0.3	78	5.8%
0.4	52	3.9%
0.5	51	3.8%
0.6	34	2.5%
0.7	31	2.3%
1.1	31	2.3%
0.8	31	2.3%
Other values (44)	388	29.0%

Value	Count	Frequency (%)
0	360	26.9%
0.1	190	14.2%
0.2	94	7.0%
0.3	78	5.8%
0.4	52	3.9%
0.5	51	3.8%
0.6	34	2.5%
0.7	31	2.3%
0.8	31	2.3%
0.9	28	2.1%

Value	Count	Frequency (%)
6.5	1	0.1%
6.1	1	0.1%
6	1	0.1%
5.1	1	0.1%
4.9	1	0.1%
4.8	3	0.2%
4.7	1	0.1%
4.6	3	0.2%
4.5	2	0.1%
4.4	1	0.1%

3P%
Real number (ℝ)

High correlation Zeros

Distinct	254
Distinct (%)	19.1%
Missing	11
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	19.308126

Minimum	0
Maximum	100
Zeros	440
Zeros (%)	32.8%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	22.4
Q3	32.5
95-th percentile	40
Maximum	100
Range	100
Interquartile range (IQR)	32.5

Descriptive statistics

Standard deviation	16.022916
Coefficient of variation (CV)	0.82985351
Kurtosis	0.32153442
Mean	19.308126
Median Absolute Deviation (MAD)	13.3
Skewness	0.28987802
Sum	25660.5
Variance	256.73385
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	440	32.8%
33.3	39	2.9%
25	34	2.5%
20	26	1.9%
16.7	24	1.8%
28.6	16	1.2%
50	15	1.1%
22.2	14	1.0%
40	14	1.0%
11.1	13	1.0%
Other values (244)	694	51.8%

Value	Count	Frequency (%)
0	440	32.8%
4.3	2	0.1%
4.5	1	0.1%
5.3	2	0.1%
5.9	1	0.1%
6.7	1	0.1%
7.1	4	0.3%
7.7	1	0.1%
8	2	0.1%
8.3	2	0.1%

Value	Count	Frequency (%)
100	4	0.3%
66.7	1	0.1%
51.1	1	0.1%
50	15	1.1%
47.7	1	0.1%
47.3	1	0.1%
46.7	2	0.1%
46.4	1	0.1%
46.1	1	0.1%
44.4	2	0.1%

FTM
Real number (ℝ)

High correlation

Distinct	59
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2976866

Minimum	0
Maximum	7.7
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3
Q1	0.6
median	1
Q3	1.6
95-th percentile	3.3
Maximum	7.7
Range	7.7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.98724609
Coefficient of variation (CV)	0.76077391
Kurtosis	5.3508009
Mean	1.2976866
Median Absolute Deviation (MAD)	0.5
Skewness	1.9419992
Sum	1738.9
Variance	0.97465484
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	97	7.2%
0.7	90	6.7%
0.8	89	6.6%
0.9	86	6.4%
1	81	6.0%
0.6	79	5.9%
0.4	71	5.3%
1.1	68	5.1%
1.2	56	4.2%
1.3	56	4.2%
Other values (49)	567	42.3%

Value	Count	Frequency (%)
0	1	0.1%
0.1	15	1.1%
0.2	37	2.8%
0.3	47	3.5%
0.4	71	5.3%
0.5	97	7.2%
0.6	79	5.9%
0.7	90	6.7%
0.8	89	6.6%
0.9	86	6.4%

Value	Count	Frequency (%)
7.7	1	0.1%
7.5	1	0.1%
6.3	1	0.1%
6	1	0.1%
5.7	1	0.1%
5.4	2	0.1%
5.3	2	0.1%
5.2	1	0.1%
5.1	1	0.1%
5	4	0.3%

FTA
Real number (ℝ)

High correlation

Distinct	76
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8219403

Minimum	0
Maximum	10.2
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.4
Q1	0.9
median	1.5
Q3	2.3
95-th percentile	4.605
Maximum	10.2
Range	10.2
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.3229843
Coefficient of variation (CV)	0.72614032
Kurtosis	4.8010762
Mean	1.8219403
Median Absolute Deviation (MAD)	0.7
Skewness	1.8444816
Sum	2441.4
Variance	1.7502875
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8	73	5.4%
1	67	5.0%
1.2	66	4.9%
1.3	65	4.9%
0.7	64	4.8%
1.6	56	4.2%
0.9	56	4.2%
1.1	55	4.1%
1.4	51	3.8%
1.5	47	3.5%
Other values (66)	740	55.2%

Value	Count	Frequency (%)
0	1	0.1%
0.1	2	0.1%
0.2	13	1.0%
0.3	27	2.0%
0.4	33	2.5%
0.5	40	3.0%
0.6	46	3.4%
0.7	64	4.8%
0.8	73	5.4%
0.9	56	4.2%

Value	Count	Frequency (%)
10.2	1	0.1%
9.1	1	0.1%
8.9	1	0.1%
8.5	1	0.1%
8.1	1	0.1%
7.6	1	0.1%
7.3	1	0.1%
7.2	2	0.1%
6.9	1	0.1%
6.8	1	0.1%

FT%
Real number (ℝ)

Distinct	383
Distinct (%)	28.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.300299

Minimum	0
Maximum	100
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	50.685
Q1	64.7
median	71.25
Q3	77.6
95-th percentile	85.1
Maximum	100
Range	100
Interquartile range (IQR)	12.9

Descriptive statistics

Standard deviation	10.578479
Coefficient of variation (CV)	0.1504756
Kurtosis	2.0387272
Mean	70.300299
Median Absolute Deviation (MAD)	6.45
Skewness	-0.76786256
Sum	94202.4
Variance	111.90423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66.7	29	2.2%
75	21	1.6%
50	18	1.3%
72.7	14	1.0%
80	13	1.0%
83.3	11	0.8%
72.2	10	0.7%
81	10	0.7%
73.7	10	0.7%
78.6	10	0.7%
Other values (373)	1194	89.1%

Value	Count	Frequency (%)
0	1	0.1%
28.6	1	0.1%
29.6	1	0.1%
31.3	2	0.1%
33.3	1	0.1%
35	1	0.1%
35.3	1	0.1%
37.1	1	0.1%
37.5	1	0.1%
38.4	1	0.1%

Value	Count	Frequency (%)
100	5	0.4%
94.1	1	0.1%
93.8	1	0.1%
92.9	1	0.1%
92.6	1	0.1%
92.3	1	0.1%
91.7	1	0.1%
91.2	1	0.1%
90.9	1	0.1%
90.5	2	0.1%

OREB
Real number (ℝ)

High correlation

Distinct	44
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.009403

Minimum	0
Maximum	5.3
Zeros	4
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2
Q1	0.4
median	0.8
Q3	1.4
95-th percentile	2.5
Maximum	5.3
Range	5.3
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.77711936
Coefficient of variation (CV)	0.76988019
Kurtosis	2.4833531
Mean	1.009403
Median Absolute Deviation (MAD)	0.4
Skewness	1.4395836
Sum	1352.6
Variance	0.60391451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0.3	111	8.3%
0.5	109	8.1%
0.4	98	7.3%
0.6	96	7.2%
0.7	92	6.9%
0.2	92	6.9%
0.8	79	5.9%
1	64	4.8%
1.1	58	4.3%
0.9	51	3.8%
Other values (34)	490	36.6%

Value	Count	Frequency (%)
0	4	0.3%
0.1	43	3.2%
0.2	92	6.9%
0.3	111	8.3%
0.4	98	7.3%
0.5	109	8.1%
0.6	96	7.2%
0.7	92	6.9%
0.8	79	5.9%
0.9	51	3.8%

Value	Count	Frequency (%)
5.3	1	0.1%
4.3	2	0.1%
4.2	3	0.2%
4	2	0.1%
3.9	2	0.1%
3.8	1	0.1%
3.7	4	0.3%
3.6	2	0.1%
3.5	2	0.1%
3.4	4	0.3%

DREB
Real number (ℝ)

High correlation

Distinct	74
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0257463

Minimum	0.2
Maximum	9.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.5
Q1	1
median	1.7
Q3	2.6
95-th percentile	4.7
Maximum	9.6
Range	9.4
Interquartile range (IQR)	1.6

Descriptive statistics

Standard deviation	1.3600075
Coefficient of variation (CV)	0.67136123
Kurtosis	2.9029176
Mean	2.0257463
Median Absolute Deviation (MAD)	0.8
Skewness	1.4886814
Sum	2714.5
Variance	1.8496204
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9	60	4.5%
1.1	59	4.4%
0.7	59	4.4%
0.8	59	4.4%
1.3	57	4.3%
1	51	3.8%
1.2	50	3.7%
1.7	49	3.7%
0.6	48	3.6%
1.8	45	3.4%
Other values (64)	803	59.9%

Value	Count	Frequency (%)
0.2	3	0.2%
0.3	11	0.8%
0.4	29	2.2%
0.5	31	2.3%
0.6	48	3.6%
0.7	59	4.4%
0.8	59	4.4%
0.9	60	4.5%
1	51	3.8%
1.1	59	4.4%

Value	Count	Frequency (%)
9.6	1	0.1%
8.8	1	0.1%
8.3	1	0.1%
8	1	0.1%
7.7	1	0.1%
7.6	1	0.1%
7.1	1	0.1%
7	2	0.1%
6.9	2	0.1%
6.8	1	0.1%

REB
Real number (ℝ)

High correlation

Distinct	101
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0344776

Minimum	0.3
Maximum	13.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.8
Q1	1.5
median	2.5
Q3	4
95-th percentile	7.4
Maximum	13.9
Range	13.6
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	2.057774
Coefficient of variation (CV)	0.67813123
Kurtosis	2.7007598
Mean	3.0344776
Median Absolute Deviation (MAD)	1.1
Skewness	1.4817363
Sum	4066.2
Variance	4.234434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.2	48	3.6%
1.5	47	3.5%
1.3	42	3.1%
1.9	42	3.1%
2	41	3.1%
1.7	39	2.9%
1.1	35	2.6%
2.1	34	2.5%
2.9	34	2.5%
1.6	34	2.5%
Other values (91)	944	70.4%

Value	Count	Frequency (%)
0.3	2	0.1%
0.4	5	0.4%
0.5	6	0.4%
0.6	15	1.1%
0.7	27	2.0%
0.8	30	2.2%
0.9	33	2.5%
1	30	2.2%
1.1	35	2.6%
1.2	48	3.6%

Value	Count	Frequency (%)
13.9	1	0.1%
12.3	1	0.1%
12.1	2	0.1%
12	1	0.1%
11.1	1	0.1%
11	2	0.1%
10.9	1	0.1%
10.6	2	0.1%
10.5	1	0.1%
10.3	3	0.2%

AST
Real number (ℝ)

High correlation

Distinct	77
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5505224

Minimum	0
Maximum	10.6
Zeros	4
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2
Q1	0.6
median	1.1
Q3	2
95-th percentile	4.405
Maximum	10.6
Range	10.6
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.4711692
Coefficient of variation (CV)	0.94882164
Kurtosis	5.7489537
Mean	1.5505224
Median Absolute Deviation (MAD)	0.6
Skewness	2.1328171
Sum	2077.7
Variance	2.1643388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	84	6.3%
0.4	80	6.0%
0.3	79	5.9%
0.8	73	5.4%
0.6	72	5.4%
0.7	72	5.4%
0.2	62	4.6%
1.2	58	4.3%
1	56	4.2%
0.9	56	4.2%
Other values (67)	648	48.4%

Value	Count	Frequency (%)
0	4	0.3%
0.1	18	1.3%
0.2	62	4.6%
0.3	79	5.9%
0.4	80	6.0%
0.5	84	6.3%
0.6	72	5.4%
0.7	72	5.4%
0.8	73	5.4%
0.9	56	4.2%

Value	Count	Frequency (%)
10.6	1	0.1%
9.3	1	0.1%
8.7	2	0.1%
8.3	2	0.1%
8.2	2	0.1%
8.1	1	0.1%
7.8	3	0.2%
7.7	1	0.1%
7.6	1	0.1%
7.5	1	0.1%

STL
Real number (ℝ)

High correlation

Distinct	26
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.61850746

Minimum	0
Maximum	2.5
Zeros	4
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.3
median	0.5
Q3	0.8
95-th percentile	1.5
Maximum	2.5
Range	2.5
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.40975868
Coefficient of variation (CV)	0.66249594
Kurtosis	2.2466673
Mean	0.61850746
Median Absolute Deviation (MAD)	0.2
Skewness	1.3647996
Sum	828.8
Variance	0.16790218
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0.3	195	14.6%
0.4	165	12.3%
0.6	142	10.6%
0.5	138	10.3%
0.2	133	9.9%
0.7	113	8.4%
0.8	87	6.5%
0.1	65	4.9%
1	60	4.5%
0.9	57	4.3%
Other values (16)	185	13.8%

Value	Count	Frequency (%)
0	4	0.3%
0.1	65	4.9%
0.2	133	9.9%
0.3	195	14.6%
0.4	165	12.3%
0.5	138	10.3%
0.6	142	10.6%
0.7	113	8.4%
0.8	87	6.5%
0.9	57	4.3%

Value	Count	Frequency (%)
2.5	3	0.2%
2.4	1	0.1%
2.3	1	0.1%
2.2	1	0.1%
2.1	4	0.3%
2	4	0.3%
1.9	7	0.5%
1.8	9	0.7%
1.7	9	0.7%
1.6	18	1.3%

BLK
Real number (ℝ)

High correlation Zeros

Distinct	28
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.36858209

Minimum	0
Maximum	3.9
Zeros	139
Zeros (%)	10.4%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1
median	0.2
Q3	0.5
95-th percentile	1.205
Maximum	3.9
Range	3.9
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.4290491
Coefficient of variation (CV)	1.164053
Kurtosis	12.220561
Mean	0.36858209
Median Absolute Deviation (MAD)	0.1
Skewness	2.8041519
Sum	493.9
Variance	0.18408313
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0.1	368	27.5%
0.2	203	15.1%
0.3	182	13.6%
0	139	10.4%
0.4	88	6.6%
0.5	79	5.9%
0.6	60	4.5%
0.8	44	3.3%
0.7	40	3.0%
1.1	23	1.7%
Other values (18)	114	8.5%

Value	Count	Frequency (%)
0	139	10.4%
0.1	368	27.5%
0.2	203	15.1%
0.3	182	13.6%
0.4	88	6.6%
0.5	79	5.9%
0.6	60	4.5%
0.7	40	3.0%
0.8	44	3.3%
0.9	22	1.6%

Value	Count	Frequency (%)
3.9	1	0.1%
3.5	2	0.1%
3.4	1	0.1%
2.7	1	0.1%
2.6	1	0.1%
2.4	1	0.1%
2.2	2	0.1%
2.1	3	0.2%
1.9	3	0.2%
1.8	7	0.5%

TOV
Real number (ℝ)

High correlation

Distinct	41
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1935821

Minimum	0.1
Maximum	4.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.6 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.4
Q1	0.7
median	1
Q3	1.5
95-th percentile	2.705
Maximum	4.4
Range	4.3
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	0.72254054
Coefficient of variation (CV)	0.60535471
Kurtosis	1.8866312
Mean	1.1935821
Median Absolute Deviation (MAD)	0.4
Skewness	1.3407407
Sum	1599.4
Variance	0.52206483
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0.8	114	8.5%
0.9	105	7.8%
0.6	105	7.8%
0.7	103	7.7%
0.5	83	6.2%
1	81	6.0%
1.1	78	5.8%
1.2	67	5.0%
0.4	64	4.8%
1.3	62	4.6%
Other values (31)	478	35.7%

Value	Count	Frequency (%)
0.1	9	0.7%
0.2	7	0.5%
0.3	37	2.8%
0.4	64	4.8%
0.5	83	6.2%
0.6	105	7.8%
0.7	103	7.7%
0.8	114	8.5%
0.9	105	7.8%
1	81	6.0%

Value	Count	Frequency (%)
4.4	1	0.1%
4.2	2	0.1%
4	1	0.1%
3.9	2	0.1%
3.8	3	0.2%
3.6	3	0.2%
3.5	4	0.3%
3.4	8	0.6%
3.3	4	0.3%
3.2	4	0.3%

TARGET_5Yrs
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	10.6 KiB

1.0	831
0.0	509

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4020
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	831	62.0%
0.0	509	38.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	831	62.0%
0.0	509	38.0%

Most occurring characters

Value	Count	Frequency (%)
0	1849	46.0%
.	1340	33.3%
1	831	20.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4020	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1849	46.0%
.	1340	33.3%
1	831	20.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4020	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1849	46.0%
.	1340	33.3%
1	831	20.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4020	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1849	46.0%
.	1340	33.3%
1	831	20.7%

	3P Made	3P%	3PA	AST	BLK	DREB	FG%	FGA	FGM	FT%	FTA	FTM	GP	MIN	OREB	PTS	REB	STL	TARGET_5Yrs	TOV
3P Made	1.000	0.791	0.939	0.434	-0.247	-0.042	-0.460	0.331	0.215	0.382	-0.015	0.062	0.032	0.284	-0.358	0.261	-0.154	0.307	0.090	0.188
3P%	0.791	1.000	0.773	0.355	-0.248	-0.101	-0.347	0.240	0.153	0.362	-0.040	0.030	0.043	0.185	-0.326	0.192	-0.186	0.232	0.055	0.121
3PA	0.939	0.773	1.000	0.501	-0.297	-0.083	-0.508	0.362	0.234	0.419	0.001	0.086	0.042	0.290	-0.385	0.278	-0.192	0.360	0.081	0.221
AST	0.434	0.355	0.501	1.000	-0.111	0.218	-0.141	0.646	0.577	0.379	0.439	0.504	0.441	0.652	-0.049	0.598	0.135	0.746	0.155	0.755
BLK	-0.247	-0.248	-0.297	-0.111	1.000	0.704	0.452	0.325	0.401	-0.229	0.442	0.380	0.309	0.430	0.709	0.387	0.736	0.195	0.204	0.249
DREB	-0.042	-0.101	-0.083	0.218	0.704	1.000	0.450	0.660	0.718	-0.033	0.679	0.643	0.528	0.786	0.793	0.711	0.974	0.479	0.287	0.560
FG%	-0.460	-0.347	-0.508	-0.141	0.452	0.450	1.000	0.173	0.370	-0.166	0.372	0.319	0.308	0.244	0.586	0.327	0.522	0.084	0.281	0.148
FGA	0.331	0.240	0.362	0.646	0.325	0.660	0.173	1.000	0.974	0.303	0.761	0.797	0.599	0.917	0.472	0.976	0.628	0.726	0.298	0.816
FGM	0.215	0.153	0.234	0.577	0.401	0.718	0.370	0.974	1.000	0.248	0.801	0.822	0.631	0.915	0.571	0.990	0.704	0.700	0.337	0.800
FT%	0.382	0.362	0.419	0.379	-0.229	-0.033	-0.166	0.303	0.248	1.000	0.102	0.283	0.180	0.238	-0.202	0.288	-0.093	0.219	0.122	0.212
FTA	-0.015	-0.040	0.001	0.439	0.442	0.679	0.372	0.761	0.801	0.102	1.000	0.976	0.564	0.773	0.626	0.842	0.696	0.609	0.307	0.764
FTM	0.062	0.030	0.086	0.504	0.380	0.643	0.319	0.797	0.822	0.283	0.976	1.000	0.581	0.793	0.556	0.870	0.646	0.631	0.307	0.779
GP	0.032	0.043	0.042	0.441	0.309	0.528	0.308	0.599	0.631	0.180	0.564	0.581	1.000	0.642	0.422	0.630	0.518	0.516	0.386	0.593
MIN	0.284	0.185	0.290	0.652	0.430	0.786	0.244	0.917	0.915	0.238	0.773	0.793	0.642	1.000	0.547	0.925	0.741	0.783	0.306	0.810
OREB	-0.358	-0.326	-0.385	-0.049	0.709	0.793	0.586	0.472	0.571	-0.202	0.626	0.556	0.422	0.547	1.000	0.546	0.906	0.297	0.294	0.373
PTS	0.261	0.192	0.278	0.598	0.387	0.711	0.327	0.976	0.990	0.288	0.842	0.870	0.630	0.925	0.546	1.000	0.690	0.717	0.331	0.816
REB	-0.154	-0.186	-0.192	0.135	0.736	0.974	0.522	0.628	0.704	-0.093	0.696	0.646	0.518	0.741	0.906	0.690	1.000	0.441	0.299	0.520
STL	0.307	0.232	0.360	0.746	0.195	0.479	0.084	0.726	0.700	0.219	0.609	0.631	0.516	0.783	0.297	0.717	0.441	1.000	0.226	0.734
TARGET_5Yrs	0.090	0.055	0.081	0.155	0.204	0.287	0.281	0.298	0.337	0.122	0.307	0.307	0.386	0.306	0.294	0.331	0.299	0.226	1.000	0.273
TOV	0.188	0.121	0.221	0.755	0.249	0.560	0.148	0.816	0.800	0.212	0.764	0.779	0.593	0.810	0.373	0.816	0.520	0.734	0.273	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Name	GP	MIN	PTS	FGM	FGA	FG%	3P Made	3PA	3P%	FTM	FTA	FT%	OREB	DREB	REB	AST	STL	BLK	TOV	TARGET_5Yrs
0	Brandon Ingram	36	27.4	7.4	2.6	7.6	34.7	0.5	2.1	25.0	1.6	2.3	69.9	0.7	3.4	4.1	1.9	0.4	0.4	1.3	0.0
1	Andrew Harrison	35	26.9	7.2	2.0	6.7	29.6	0.7	2.8	23.5	2.6	3.4	76.5	0.5	2.0	2.4	3.7	1.1	0.5	1.6	0.0
2	JaKarr Sampson	74	15.3	5.2	2.0	4.7	42.2	0.4	1.7	24.4	0.9	1.3	67.0	0.5	1.7	2.2	1.0	0.5	0.3	1.0	0.0
3	Malik Sealy	58	11.6	5.7	2.3	5.5	42.6	0.1	0.5	22.6	0.9	1.3	68.9	1.0	0.9	1.9	0.8	0.6	0.1	1.0	1.0
4	Matt Geiger	48	11.5	4.5	1.6	3.0	52.4	0.0	0.1	0.0	1.3	1.9	67.4	1.0	1.5	2.5	0.3	0.3	0.4	0.8	1.0
5	Tony Bennett	75	11.4	3.7	1.5	3.5	42.3	0.3	1.1	32.5	0.4	0.5	73.2	0.2	0.7	0.8	1.8	0.4	0.0	0.7	0.0
6	Don MacLean	62	10.9	6.6	2.5	5.8	43.5	0.0	0.1	50.0	1.5	1.8	81.1	0.5	1.4	2.0	0.6	0.2	0.1	0.7	1.0
7	Tracy Murray	48	10.3	5.7	2.3	5.4	41.5	0.4	1.5	30.0	0.7	0.8	87.5	0.8	0.9	1.7	0.2	0.2	0.1	0.7	1.0
8	Duane Cooper	65	9.9	2.4	1.0	2.4	39.2	0.1	0.5	23.3	0.4	0.5	71.4	0.2	0.6	0.8	2.3	0.3	0.0	1.1	0.0
9	Dave Johnson	42	8.5	3.7	1.4	3.5	38.3	0.1	0.3	21.4	1.0	1.4	67.8	0.4	0.7	1.1	0.3	0.2	0.0	0.7	0.0

	Name	GP	MIN	PTS	FGM	FGA	FG%	3P Made	3PA	3P%	FTM	FTA	FT%	OREB	DREB	REB	AST	STL	BLK	TOV	TARGET_5Yrs
1330	Adam Keefe	82	18.9	6.6	2.3	4.6	50.0	0.0	0.0	0.0	2.0	2.9	70.0	2.1	3.2	5.3	1.0	0.7	0.2	1.2	1.0
1331	Lee Mayberry	82	18.3	5.2	2.1	4.6	45.6	0.5	1.3	39.1	0.5	0.8	57.4	0.3	1.1	1.4	3.3	0.7	0.1	1.0	1.0
1332	Hubert Davis	50	16.3	5.4	2.2	5.0	43.8	0.1	0.4	31.6	0.9	1.1	79.6	0.3	0.9	1.1	1.7	0.4	0.1	0.9	1.0
1333	Byron Houston	79	16.1	5.3	1.8	4.1	44.6	0.0	0.1	28.6	1.6	2.5	66.5	1.5	2.5	4.0	0.9	0.6	0.5	1.1	0.0
1334	Chris Smith	80	15.8	4.3	1.6	3.6	43.3	0.0	0.2	14.3	1.2	1.5	79.2	0.4	0.8	1.2	2.5	0.6	0.2	0.8	0.0
1335	Chris Smith	80	15.8	4.3	1.6	3.6	43.3	0.0	0.2	14.3	1.2	1.5	79.2	0.4	0.8	1.2	2.5	0.6	0.2	0.8	0.0
1336	Brent Price	68	12.6	3.9	1.5	4.1	35.8	0.1	0.7	16.7	0.8	1.0	79.4	0.4	1.1	1.5	2.3	0.8	0.0	1.3	1.0
1337	Marlon Maxey	43	12.1	5.4	2.2	3.9	55.0	0.0	0.0	0.0	1.0	1.6	64.3	1.5	2.3	3.8	0.3	0.3	0.4	0.9	0.0
1338	Litterial Green	52	12.0	4.5	1.7	3.8	43.9	0.0	0.2	10.0	1.2	1.8	62.5	0.2	0.4	0.7	2.2	0.4	0.1	0.8	1.0
1339	Jon Barry	47	11.7	4.4	1.6	4.4	36.9	0.4	1.3	33.3	0.7	1.0	67.3	0.2	0.7	0.9	1.4	0.7	0.1	0.9	1.0

Most frequently occurring

	Name	GP	MIN	PTS	FGM	FGA	FG%	3P Made	3PA	3P%	FTM	FTA	FT%	OREB	DREB	REB	AST	STL	BLK	TOV	TARGET_5Yrs	# duplicates
0	Charles Jones	29	16.4	3.7	1.3	4.2	31.7	0.7	2.1	31.1	0.4	0.8	50.0	0.3	1.1	1.4	1.4	0.6	0.2	1.0	0.0	2
1	Charles Jones	78	20.1	8.4	3.0	5.8	52.0	0.0	0.1	0.0	2.3	3.6	64.8	1.8	3.3	5.1	1.6	0.6	0.8	1.8	0.0	2
2	Charles Smith	34	8.6	3.5	1.4	3.7	39.2	0.4	1.4	31.9	0.2	0.3	54.5	0.4	0.4	0.8	0.6	0.3	0.2	0.8	1.0	2
3	Charles Smith	60	8.7	2.9	1.0	2.2	44.4	0.0	0.1	0.0	0.9	1.3	69.7	0.2	0.9	1.2	1.7	0.6	0.1	0.6	1.0	2
4	Charles Smith	71	30.4	16.3	6.1	12.4	49.5	0.0	0.0	0.0	4.0	5.5	72.5	2.4	4.1	6.5	1.5	1.0	1.3	2.1	1.0	2
5	Chris Smith	80	15.8	4.3	1.6	3.6	43.3	0.0	0.2	14.3	1.2	1.5	79.2	0.4	0.8	1.2	2.5	0.6	0.2	0.8	0.0	2
6	Eddie Johnson	74	20.5	9.3	4.0	8.7	45.9	0.0	0.1	9.1	1.3	2.0	66.4	1.7	2.6	4.4	1.5	0.7	0.2	1.3	1.0	2
7	Gerald Henderson	43	8.3	2.6	0.9	2.4	35.6	0.1	0.4	21.1	0.8	1.1	74.5	0.3	0.9	1.3	0.3	0.2	0.2	0.3	1.0	2
8	Ken Johnson	64	12.7	4.1	1.8	3.3	52.8	0.0	0.0	NaN	0.6	1.3	43.5	1.4	2.4	3.8	0.3	0.2	0.3	0.9	0.0	2
9	Marcus Williams	79	16.6	6.8	2.6	6.7	39.5	0.6	2.1	28.2	0.9	1.1	84.7	0.4	1.7	2.1	3.3	0.4	0.0	1.8	0.0	2

Overview

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring